Aqueous extraction is a novel and green oil extraction but the oil yield is affected by many factors. The object of this research was to investigate main factors showing positive and significant effect on oil extraction using statistical method. The result showed that the order of four investigated factors was: ultrasound time > extraction temperature > extraction time > centrifugal speed. This research provided a basis for further optimization of oil extraction in Sliybum maruianum’s kernel.